Focus Areas Research
Research areas built around clinical meaning, inspectable models, and careful evaluation.
Pancreatic CT preprocessing view for the current research workflow. demo Explainable Pancreatic CT Segmentation
Current research into clinically meaningful 3D segmentation using deep learning and Vision Transformers.
Medical Image Analysis3D Medical Image SegmentationVision TransformersTrustworthy AI
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Grad-CAM overlays on misclassified guava leaves, field-condition subset. demo Explainable AI for Healthcare
Classification and ensemble-learning research designed to make clinical predictions more inspectable.
AI for HealthcareExplainable AI (XAI)Machine Learning
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